| # | Title | Journal | Year | Citations |
|---|
| 1 | Oncogenic pathway signatures in human cancers as a guide to targeted therapies | Nature | 2006 | 1,815 |
| 2 | Bayesian Density Estimation and Inference Using Mixtures | Journal of the American Statistical Association | 1995 | 1,543 |
| 3 | Predicting the clinical status of human breast cancer by using gene expression profiles | Proceedings of the National Academy of Sciences of the United States of America | 2001 | 1,198 |
| 4 | Allegro, a new computer program for multipoint linkage analysis | Nature Genetics | 2000 | 737 |
| 5 | Determining Carrier Probabilities for Breast Cancer–Susceptibility Genes BRCA1 and BRCA2 | American Journal of Human Genetics | 1998 | 690 |
| 6 | Optimal predictive model selection | Annals of Statistics | 2004 | 647 |
| 7 | Gene expression predictors of breast cancer outcomes | Lancet, The | 2003 | 581 |
| 8 | Role for E2F in Control of Both DNA Replication and Mitotic Functions as Revealed from DNA Microarray Analysis | Molecular and Cellular Biology | 2001 | 560 |
| 9 | A Framework for Validation of Computer Models | Technometrics | 2007 | 465 |
| 10 | Multitask Compressive Sensing | IEEE Transactions on Signal Processing | 2009 | 453 |
| 11 | A Systematic Genetic Assessment of 1,433 Sequence Variants of Unknown Clinical Significance in the BRCA1 and BRCA2 Breast Cancer–Predisposition Genes | American Journal of Human Genetics | 2007 | 416 |
| 12 | Probability of Carrying a Mutation of Breast-Ovarian Cancer Gene BRCA1 Based on Family History | Journal of the National Cancer Institute | 1997 | 344 |
| 13 | Estimating Mixture of Dirichlet Process Models | Journal of Computational and Graphical Statistics | 1998 | 274 |
| 14 | A process-convolution approach to modelling temperatures in the North Atlantic Ocean | Environmental and Ecological Statistics | 1998 | 272 |
| 15 | Bayesian Density Estimation and Inference Using Mixtures | Environmental and Ecological Statistics | 0 | 262 |
| 16 | Nonstationary multivariate process modeling through spatially varying coregionalization | Test | 2004 | 245 |
| 17 | Bayesian Inference on Network Traffic Using Link Count Data | Journal of the American Statistical Association | 1998 | 234 |
| 18 | Long-Lasting Novelty-Induced Neuronal Reverberation during Slow-Wave Sleep in Multiple Forebrain Areas | PLoS Biology | 2004 | 223 |
| 19 | Bayesian Dynamic Factor Models and Portfolio Allocation | Journal of Business and Economic Statistics | 2000 | 217 |
| 20 | Bayesian reconstruction and use of anatomical a priori information for emission tomography | IEEE Transactions on Medical Imaging | 1996 | 207 |
| 21 | Integrated modeling of clinical and gene expression information for personalized prediction of disease outcomes | Proceedings of the National Academy of Sciences of the United States of America | 2004 | 200 |
| 22 | Nonlinear Wavelet Shrinkage with Bayes Rules and Bayes Factors | Journal of the American Statistical Association | 1998 | 197 |
| 23 | Zero-inflated models with application to spatial count data | Environmental and Ecological Statistics | 2002 | 196 |
| 24 | Barriers to Antiretroviral Adherence: The Importance of Depression, Abuse, and Other Traumatic Events | AIDS Patient Care and STDs | 2006 | 188 |
| 25 | A future for models and data in environmental science | Trends in Ecology and Evolution | 2006 | 175 |
| 26 | Adaptive assignment versus balanced randomization in clinical trials: A decision analysis | Statistics in Medicine | 1995 | 172 |
| 27 | Subclinical intestinal inflammation: an inherited abnormality in Crohn’s disease relatives? | Gastroenterology | 2003 | 165 |
| 28 | A case for bayesianism in clinical trials | Statistics in Medicine | 1993 | 160 |
| 29 | INCORPORATING MULTIPLE SOURCES OF STOCHASTICITY INTO DYNAMIC POPULATION MODELS | Ecology | 2003 | 142 |
| 30 | Maternal Prenatal Pregnancy-Related Anxiety and Spontaneous Preterm Birth in Baltimore, Maryland | Psychosomatic Medicine | 2007 | 140 |
| 31 | A Bayesian hierarchical model to predict benthic oxygen demand from organic matter loading in estuaries and coastal zones | Ecological Modelling | 2001 | 138 |
| 32 | Auxiliary Variable Methods for Markov Chain Monte Carlo with Applications | Journal of the American Statistical Association | 1998 | 136 |
| 33 | Multiscale analysis of vegetation surface fluxes: from seconds to years | Advances in Water Resources | 2001 | 136 |
| 34 | Performing Cost-Effectiveness Analysis by Integrating Randomized Trial Data with a Comprehensive Decision Model | Journal of Clinical Epidemiology | 1999 | 131 |
| 35 | Genetic Dissection of Hybrid Incompatibilities Between Drosophila simulans and D. mauritiana. I. Differential Accumulation of Hybrid Male Sterility Effects on the X and Autosomes | Genetics | 2003 | 131 |
| 36 | Bayes Factors: What They are and What They are Not | American Statistician | 1999 | 127 |
| 37 | Slowly converging parafac sequences: Swamps and two-factor degeneracies | Journal of Chemometrics | 1994 | 118 |
| 38 | Spatial process modelling for univariate and multivariate dynamic spatial data | Environmetrics | 2005 | 118 |
| 39 | Interval estimation for treatment effects using propensity score matching | Statistics in Medicine | 2006 | 118 |
| 40 | The impact of human disturbance on shorebirds at a migration staging area | Biological Conservation | 1992 | 116 |
| 41 | Spatial Poisson Regression for Health and Exposure Data Measured at Disparate Resolutions | Journal of the American Statistical Association | 2000 | 112 |
| 42 | Depressive Symptoms and Indicators of Maternal Health Status during Pregnancy | Journal of Women's Health | 2007 | 107 |
| 43 | Model uncertainty and health effect studies for particulate matter | Environmetrics | 2000 | 106 |
| 44 | Clinical response to varying the stimulus parameters in deep brain stimulation for essential tremor | Movement Disorders | 2006 | 105 |
| 45 | Incorporation of correlated structural images in PET image reconstruction | IEEE Transactions on Medical Imaging | 1994 | 104 |
| 46 | A Bayesian method for classification and discrimination | Canadian Journal of Statistics | 1992 | 103 |
| 47 | Imputation for Exposure Histories with Gaps, under an Excess Relative Risk Model | Epidemiology | 1996 | 102 |
| 48 | Effect of BRCA1 and BRCA2 on the Association Between Breast Cancer Risk and Family History | Journal of the National Cancer Institute | 1998 | 102 |
| 49 | Fixed and Random Effects Selection in Linear and Logistic Models | Biometrics | 2007 | 97 |
| 50 | Bayesian Inference on Network Traffic Using Link Count Data | Biometrics | 0 | 95 |
